Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

C3N-02145

· cohortA1

97c34011-bedb-53c2-93f4-c817ead59080

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
cohortA1
subtype
cohortA1
age_years
68.40793977

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • TGF_BETA_SIGNALING+0.400
  • HEDGEHOG_SIGNALING+0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.330
  • PROTEIN_SECRETION+0.330
  • PANCREAS_BETA_CELLS+0.240
  • UV_RESPONSE_DN+0.180
  • NOTCH_SIGNALING+0.160
  • ANGIOGENESIS+0.150
  • WNT_BETA_CATENIN_SIGNALING+0.150
  • COAGULATION+0.120

Top 10 suppressed

  • MYC_TARGETS_V2-0.650
  • E2F_TARGETS-0.610
  • G2M_CHECKPOINT-0.550
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.410
  • UNFOLDED_PROTEIN_RESPONSE-0.410
  • ALLOGRAFT_REJECTION-0.400
  • IL6_JAK_STAT3_SIGNALING-0.390
  • MYC_TARGETS_V1-0.390
  • TNFA_SIGNALING_VIA_NFKB-0.390
  • INFLAMMATORY_RESPONSE-0.360

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1C3N-01409
lung-landscapes@6
cohortA10.876
2C3L-02165
lung-landscapes@6
cohortA20.857
365f86d9a-828b-4e8b-a656-38baba5a54f7
colon-landscapes@1
0.855
4C3L-02834
lung-landscapes@6
cohortA10.850
5SRR25617864
breast-umap@18
A0.849
6SRR8518225
breast-umap@18
B0.844
7TCGA-CV-7103-01A-21R-2016-07
head-neck@1
0.842
8sclcCHTN02019_S70.txt
lung-landscapes@6
cohortSC0.840
98a25dfb0-edd0-4a44-9a6b-8f3f761b940c
colon-landscapes@1
0.840
10TCGA-CQ-7072-01A-21R-A30B-07
head-neck@1
0.834

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 12 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.400Inavolisib— uncovered
HEDGEHOG_SIGNALING0.370Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.330Inavolisib— uncovered
PROTEIN_SECRETION0.330Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
UV_RESPONSE_DN0.180Inavolisib— uncovered
NOTCH_SIGNALING0.160Inavolisib— uncovered
ANGIOGENESIS0.150Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.150Inavolisib— uncovered
COAGULATION0.120Binimetinib— uncovered
APICAL_JUNCTION0.060Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.020Inavolisib— uncovered